{"id":"W2911760443","doi":"10.1649/0010-065x-72.4.805","title":"A New Species of GigantotrichoderesTippmann, 1953 (Coleoptera: Cerambycidae: Cerambycinae: Torneutini) from Mexico","year":2018,"lang":"en","type":"article","venue":"The Coleopterists Bulletin","topic":"Coleoptera: Cerambycidae studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Espace pour la vie","funders":"","keywords":"Longhorn beetle; Key (lock); Geography; Ecology; Biology; Taxonomy (biology); Zoology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000110712,0.0006573353,0.0002989387,0.0009911545,0.001556471,0.0004102615,0.0003786267,0.0003954287,0.004088033],"category_scores_gemma":[0.0001673068,0.0001862485,0.0001866618,0.0004533491,0.0005446323,0.0006648084,0.0005713039,0.000656881,0.000808444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008539448,"about_ca_system_score_gemma":0.0004585884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02039378,"about_ca_topic_score_gemma":0.07137929,"domain_scores_codex":[0.9999382,0.00000567566,0.000005558982,0.00001906174,0.0000152529,0.00001618298],"domain_scores_gemma":[0.9999088,0.000009884322,0.00003252144,0.000005540923,0.00001405286,0.00002921422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007360654,0.0002287664,0.1765697,0.0007971399,0.0000874085,0.009370841,0.007688146,0.0004489918,0.05027706,0.002204354,0.01758416,0.7340074],"study_design_scores_gemma":[0.0000506573,0.0008162072,0.8097687,0.0004607959,0.0001380229,0.01496177,0.00513189,0.0004732168,0.002614179,0.0005759068,0.1649523,0.0000562783],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9265137,0.01350554,0.003402114,0.0009251119,0.000382607,0.0003956796,0.001619986,0.0002510262,0.05300417],"genre_scores_gemma":[0.9652328,0.007010347,0.01144895,0.0008386499,0.000145615,0.0001712993,0.001799419,0.0000175364,0.01333536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02039378,"threshold_uncertainty_score":0.04055017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01861214755667064,"score_gpt":0.217960790577521,"score_spread":0.1993486430208504,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}